FairNN - Conjoint Learning of Fair Representations for Fair Decisions

Tongxin Hu, Vasileios Iosifidis, Wentong Liao, Hang Zhang, Michael Ying Yang, Eirini Ntoutsi, Bodo Rosenhahn. FairNN - Conjoint Learning of Fair Representations for Fair Decisions. In Annalisa Appice, Grigorios Tsoumakas, Yannis Manolopoulos, Stan Matwin, editors, Discovery Science - 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings. Volume 12323 of Lecture Notes in Computer Science, pages 581-595, Springer, 2020. [doi]

Abstract

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